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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. An airline corporation wants to implement a chatbot application using a large language model (LLM) so its customers can ask questions and receive answers about flight details and have the option to upload files.
Which of the following security controls should the airline use to protect against malicious input and unauthorized use beyond the service-level agreement? (Choose two.)

A) Prompt guardrails
B) Model token quotas
C) Role-based access controls
D) Firewall rules

2. Which of the following is the most concerning risk for a company that allows corporate end users to use public-facing large language models (LLMs)?

A) Data security regulatory violations
B) Malicious code generation
C) Out-of-date acceptable use policies
D) Inaccuracies due to hallucinations

3. During a model validation procedure, an engineer notices that a model performs well during training but poorly during testing.
Which of the following best describes the reason?

A) Overfitting
B) Regularization
C) Inference
D) Fine-tuning

4. Which of the following ensures the integrity of data usage in an AI system?

A) Data verification
B) Data cleansing
C) Data lineage
D) Data masking

5. A penetration tester is assessing the controls of a deployed AI system that is designed to search and return the contents of files.
The tester runs the following:

Which of the following is the best control to prevent abuse of the system?

A) Segmenting the workload into a separate virtual private cloud (VPC)
B) Reducing the privilege scope of the service account
C) Adding a large language model (LLM) guardrails library to the application code
D) Implementing custom detection rules for anomalous model behavior

Solutions: